Výsledky vyhľadávania - "AdaBoost ensemble learning algorithm"

AdaBoost ensemble learning algorithm for precision manufacturing of aerosol jet printing Autor Jin, Chao, Li, Geng, Wang, Baorui, Wang, Ziyi, Tian, Yanhong

“…Aerosol jet printing (AJP) is a hotspot technic applied in customized microelectronic component manufacturing due to its high design flexibility and capability…”
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State-of-Health Estimation of Lithium Battery Based on PKO-Bagging-Adaboost Ensemble Learning Algorithm Autor Han, Zhipeng, Chen, Zeyang, Pan, Tinglong, Yang, Weilin, Xu, Dezhi, Wang, Yan

“…In this paper, five health factors (HFs) were extracted from the data of charge and discharge of lithium batteries. A Bagging-AdaBoost ensemble learning model…”
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Fault Section Locating Method in Distribution Network with Distributed Generators Based on Adaboost Ensemble Learning Algorithm Autor Pan, Shi, Gao, Jipu, Ma, Haoyu, Zhang, Yuanyuan, Bi, Ran, Xin, Mingyong, Wu, Shilin, Hu, Jun

“…Small current grounding systems are widely used in medium and low voltage distribution networks. Distribution networks are prone to ground faults. It is very…”
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Subway track foundation settlement deformation prediction based on the BiLSTM-AdaBoost model Autor Dang, Xifeng, Yin, Xiao, Liu, Jianwei, Wu, Jincheng, Wang, Xin, Liu, Yongqiang, Sun, Shoubin

“… To tackle this, our study integrates the BiLSTM (bi-directional long short-term memory) network with the AdaBoost ensemble learning algorithm…”
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Estimating the heavy metal contents in farmland soil from hyperspectral images based on Stacked AdaBoost ensemble learning Autor Lin, Nan, Jiang, Ranzhe, Li, Genjun, Yang, Qian, Li, Delin, Yang, Xuesong

“…•Assessment of heavy metal pollution in soil base on hyperspectral image.•Estimating the soil heavy metal content by constructing ensemble learning model.•The…”
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Quantification of play behaviour in calves using automated ultra-wideband location data and its association with age, weaning and health status Autor Vázquez-Diosdado, J. A., Doidge, C., Bushby, E. V., Occhiuto, F., Kaler, J.

“… An AdaBoost ensemble learning algorithm was implemented to classify play behaviour. To account for overestimation…”
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Machine Learning Algorithms to Classify and Quantify Multiple Behaviours in Dairy Calves Using a Sensor: Moving beyond Classification in Precision Livestock Autor Carslake, Charles, Vázquez-Diosdado, Jorge A., Kaler, Jasmeet

“…Previous research has shown that sensors monitoring lying behaviours and feeding can detect early signs of ill health in calves. There is evidence to suggest…”
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Privacy Preserving Multi-Party Computation With Secret Sharing for Trajectory Prediction in VANETs Autor Liu, Dengzhi, Yu, Geng, Ding, Yongdong, Zhong, Zhaoman, Wang, Chen

“…Vehicular ad-hoc networks (VANETs) enable communication among vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) with a dedicated short range…”
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SCNTA: Monitoring of Network Availability and Activity for Identification of Anomalies Using Machine Learning Approaches Autor Rawat, Romil, Mahor, Vinod, Garg, Bhagwati, Telang, Shrikant, Pachlasiya, Kiran, Chouhan, Mukesh, Shukla, Surendra Kumar, Mishra, Rina

“…Real-time network inspection applications face a threat of vulnerability as high-speed networks continue to expand. For companies and ISPs, real-time traffic…”
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Enhanced Deep Learning Method for Natural Gas Pipeline Flow Prediction Based on Integrated Learning Autor Li, Yunhao, Sun, Changjing, Li, Qiang

“…Urban gas pipelines must contend with situations such as road construction and excavation for house building, where short-term emergencies leading to…”
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Harvesting Route Detection and Crop Height Estimation Methods for Lodged Farmland Based on AdaBoost Autor Li, Yanming, Guo, Yibo, Gong, Liang, Liu, Chengliang

“… superpixel segmentation and the AdaBoost ensemble learning algorithm. This segmentation enables two essential tasks…”
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Brain and Heart Rate Variability Patterns Recognition for Depression Classification of Mental Health Disorder Autor Abbas, Qaisar, Celebi, M. Emre, AlBalawi, Talal, Daadaa, Yassine

“… We integrated an AdaBoost ensemble learning algorithm to improve the model’s performance. Our study suggested ensemble learning can accurately predict asymmetric and symmetric depression patterns from multimodal signals such as EEG and ECG…”
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Networked Industrial Control Device Asset Identification Method Based on Improved Decision Tree Autor Yang, Wei, Fang, Yushan, Zhou, Xiaoming, Shen, Yijia, Zhang, Wenjie, Yao, Yu

“…Industrial control device asset identification is essential to the active defense and situational awareness system for industrial control network security…”
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LSTM Short-term Electricity Load Forecasting Model Based on Improved Sparrow Search Algorithm and Ensemble Learning Autor Gong, Ze, Zhang, Yong

“…) with the Adaptive Boosting (AdaBoost) ensemble learning algorithm for LSTM, aiming to achieve more precise short-term power load forecasting…”
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Prediction of Poor Students' Classification Based on Adaboost Algorithm Integrated Learning Model Autor Li, Wang, Jiao, Guie

“…Aiming at the problem of identifying the poor students in colleges, based on the improved classification imbalance, this paper proposes to establish the…”
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An optimized fusion positioning algorithm based on BP neural network Autor Liu, Ao, Xiu, Chundi

“… Secondly, Particle Swarm Optimization (PSO) is used to optimize the BP-AdaBoost ensemble learning algorithm, then the optimized BP-AdaBoost-PSO is used to fuse Wi-Fi positioning results and constrained geomagnetic positioning results…”
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Method for Predicting Impact Point of Trajectory Correction Projectile Based on IBKA-BP-AdaBoost Autor Sun, Dong, Zhang, Bo, Wang, Feiyu, Zhang, Lin, Gu, Wen

“…To improve the accuracy of external ballistic trajectory prediction to meet the needs of modern battlefields, a framework for optimizing the BP neural network combined with AdaBoost ensemble learning…”
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Detection of chronic kidney disease by using Adaboost ensemble learning approach Autor Basar, Merve Dogruyol, Sari, Pelin, Kilic, Niyazi, Akan, Aydin

“…Chronic kidney disease can be detected with several automatic diagnosis systems. In this study, chronic kidney diseases are diagnosed with Adaboost ensemble learning algorithm…”
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NBA All-Star Lineup Prediction Based on Neural Networks Autor Bigui Ji, Ji Li

“… Fusion of the neural networks was also examined by using AdaBoost ensemble learning algorithm…”
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ITCM: A Real Time Internet Traffic Classifier Monitor Autor Silas Santiago Lopes Pereira, José Everardo Bessa Maia, Jorge Luiz de Castro e Silva

“…The continual growth of high speed networks is a challenge for real-time network analysis systems. The real time traffic classification is an issue for…”
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